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Add a sub-batch checkpoint manager for Agentic RL pipeline resilience. - #1795

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Add a sub-batch checkpoint manager for Agentic RL pipeline resilience.#1795
copybara-service[bot] wants to merge 1 commit into
mainfrom
test_956407799